Concepedia

Atrous Convolution

Atrous Convolution is a convolutional operation in deep learning that belongs to the family of convolution variants and is distinguished by its use of a dilation rate to control the spacing between kernel elements, enabling increased receptive field coverage without sacrificing spatial resolution or requiring additional parameters.

251

Publications

52.9K

Citations

1.1K

Authors

388

Institutions

Publications per year

2017–2026

250

Parents

Publications

251

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 22.1K citations

, , +14

Rethinking Atrous Convolution for Semantic Image Segmentation

Liang-Chieh Chen, George Papandreou, Florian Schroff et al. · arXiv (Cornell University) · 2017 · 7.5K citations · Full text

, , +11

Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Liang-Chieh Chen, Yukun Zhu, George Papandreou et al. · arXiv (Cornell University) · 2018 · 4.6K citations · Full text

, , +16

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

IEEE Transactions on Medical Imaging · 2019 · 2.2K citations · Full text

, , +15

DenseASPP for Semantic Segmentation in Street Scenes

Maoke Yang, Kun Yu, Chi Zhang et al. · 2018 · 1.6K citations

, , +15

1–5 of 251

Authors

1.1K

  1. LC
    Liang-Chieh Chen

    Google (United States), United States

    9 publications · 36.6K citations

    9

    h-index

  2. GP
    George Papandreou

    Google (United States), United States

    6 publications · 35.3K citations

    6

    h-index

  3. AY
    Alan Yuille

    Johns Hopkins University, United States

    5 publications · 24.1K citations

    5

    h-index

  4. FS
    Florian Schroff

    Google (United States), United States

    4 publications · 12.5K citations

    4

    h-index

  5. HA
    Hartwig Adam

    Google (United States), United States

    4 publications · 12.5K citations

    4

    h-index

1–5 of 1.1K

Institutions

388

  1. Chinese Academy of Sciences

    Beijing, China

    19 h-index

    82 publications

    13.6K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    13 h-index

    36 publications

    1.1K citations

  3. Beihang University

    Beijing, China

    8 h-index

    22 publications

    769 citations

  4. University of Electronic Science and Technology of China

    Chengdu, China

    7 h-index

    29 publications

    1.5K citations

  5. Aerospace Information Research Institute

    Beijing, China

    7 h-index

    20 publications

    573 citations

  6. Xiamen University

    Xiamen, China

    5 h-index

    15 publications

    2.2K citations

  7. Dalian University of Technology

    Dalian, China

    4 h-index

    12 publications

    644 citations

  8. Central South University

    Changsha, China

    4 h-index

    22 publications

    860 citations

1–8 of 388

Venues

  1. Remote Sensing

    21 publications · 1.4K citations

    17

    h-index

  2. IEEE Access

    18 publications · 762 citations

    16

    h-index

  3. arXiv (Cornell University)

    Repository · 16 publications · 13.3K citations

    13

    h-index

  4. Applied Sciences

    7 publications · 361 citations

    7

    h-index

  5. 6

    h-index

1–5